We are seeking a skilled and motivated Data Engineer

With expertise in Scala, SQL, and Hadoop, to join our dynamic team. In this role, you will design, develop, and maintain scalable data pipelines and systems to process large datasets. You will collaborate with cross-functional teams to deliver high-quality solutions for data storage, transformation, and analytics.

Key Responsibilities

1. Data Pipeline Development

• Design, build, and optimize scalable data pipelines using Scala and Hadoop frameworks.
• Implement ETL processes for ingesting, transforming, and storing data from various sources.

2. Data Analysis and Query Optimization

• Write and optimize complex SQL queries for efficient data retrieval and transformation.
• Troubleshoot and resolve performance issues in queries and data workflows.

3. Big Data Ecosystem Management

• Manage Hadoop-based data infrastructure, including HDFS, Hive, and related components.
• Monitor system performance and optimize resource utilization in a distributed environment.

4. Collaboration and Problem-Solving

• Work closely with data analysts, data scientists, and business stakeholders to understand requirements and translate them into technical solutions.
• Provide technical guidance and best practices for data engineering within the team.

5. Automation and Monitoring

• Develop scripts and tools to automate repetitive tasks and enhance system monitoring.
• Ensure data quality and consistency through validation and monitoring mechanisms.

6. Documentation and Compliance

• Document technical solutions, workflows, and processes to ensure knowledge sharing and reproducibility.
• Ensure compliance with data governance and security policies.

Requirement/Skillsets:

Technical Skills:

• Proficiency in Scala programming and functional programming principles.
• Strong SQL skills, including query optimization and database design.
• Hands-on experience with Hadoop ecosystem tools (HDFS, Hive, YARN, MapReduce).
• Familiarity with other big data tools like Spark, Kafka, or Flink is a plus.

Problem-Solving:

• Strong analytical skills with the ability to troubleshoot and resolve complex data issues.

Communication:

• Excellent communication skills to effectively collaborate with technical and non-technical stakeholders.

Experience:

• 6+ years of experience in data engineering, big data technologies, or a similar role

EA License: R1873481

Company EA License: 11C4879

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact-for ourselves, our company, and the users we serve. Join us.

TikTok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for TikTok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the TikTok user experience and content ecosystem.

Responsibility

1. Build industry leading recommendation system, develop highly scalable classifiers and tools leveraging machine learning

2. Understand product objectives and machine learning techniques, improve model and recommendation strategy

3. Understand user behavior and apply Machine Learning algorithms to optimize push notification and production experience

4. Work with TikTok cross functional teams to grow TikTok in important regional markets

Qualifications

Minimum Qualifications:

- Bachelor's degree (or more) in computer science or a related technical discipline

-Solid experience with data structures or algorithms

-Software development experience through hands on coding in a general purpose programming language

-Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas

-Strong communication and teamwork skills -Passion about technologies and solving challenging problems

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Assurity Trusted Solutions (ATS) is a wholly owned subsidiary of the Government Technology Agency (GovTech). As a Trusted Partner over the last decade, ATS offers a comprehensive suite of products and services ranging from infrastructure and operational services, authentication services, governance and assurance services as well as managed processes. In today's rapidly evolving digital landscape, trust and collaboration are essential in mitigating cyber risks and enhancing security.

We are looking for a dedicated Cloud Infrastructure Engineer (Network Specialist) to join our dynamic team! This role is critical for designing, implementing, and managing cloud network infrastructures that support our business objectives.

A brief summary of your job responsibility:

• Implement, operate and manage service-wide network infrastructure systems and services.
• Configure and troubleshoot network devices, including routers, switches, firewalls, and wireless access points / controller.
• Perform regular maintenance and/or patching to ensure the security, efficiency, and reliability of the network infrastructure.
• Prepare detailed documentation and reports for network configurations, processes, and service records.
• Work with the operations leads in ensuring the smooth operations management and enhancement of the service-wide network infrastructure systems and services.
• Work with the Agency stakeholders, service counterparts, operations leads and vendors in ensuring the smooth delivery of services and in meeting the SLA (Service Level Agreement) for the service-wide network infrastructure and services.
• Work with the service counterparts and participate in the matters related to procurement, asset management and audit of the service-wide network infrastructure and services.
• Perform network automation, i.e. capturing user requests from portal, to triggering workflow and implementing backend changes such as routers, firewalls, switches, etc.
• Overseeing all stages of network automation including prototyping, design, development, testing, releases and post support, including continuous enhancements.
• Develop and review the codes (e.g. in HTML, JavaScript, JSON, Python, etc) to ensure feature releases or enhancements are well-tested and ready for production.

To succeed in this role, you will ideally have:

• Minimum 5 years of relevant experience in network operations / implementation role
• Proven expertise in network switching and routing
• Strong understanding and hands-on experience in TCP/IP, NAT, QoS, Spanning-tree, Trunking, Dynamic routing (OSPF, BGP)
• Highly proficient with hands-on experience in one of the following network areas: DNS / DNSSEC, Proxy, VXLAN / Data Centre Network, MPLS / IPSec VPN / WAN / SD-WAN
• Proficient in configuring and managing firewalls (e.g. Palo Alto, Checkpoint, Cisco Firepower) and/or network load balancers
• Working experience in programming in Python, Ruby, Javascript, Powershell, Bash or Batch scripting is an added advantage.
• Experience in deploying and managing IT infrastructure systems with configuration management tools such as Ansible, Chef or Puppet
• Good problem-solving and analytical skills
• Excellent time management skill and able to work independently in a fast-paced setting
• Good communication skills and keen to learn new technologies
• Candidates who possess industry certifications such as CCNA, CompTIA Network+, JNCIA-Junos, Palo Alto Networks Certified Network Security Administrator
• Experience with network monitoring tools and network management software
• Familiar with cloud networking and virtual environments
• Preferably familiar with Government ICT environment and/or with experience in hosting environments
• Experience in implementing and/or managing large scale enterprise data centre networks that contained minimally 1000 network points
• Experience in implementing and/or managing a WAN consisting of minimally 10 sites
• Experience in setting up Wi-Fi solutions, including AP and controller configurations

Join us to build a meaningful career with Assurity Trusted Solutions, where your talent and expertise will make a significant impact!

The remuneration package will be commensurate with your qualifications and experience. Interested applicants, please click "Apply Now".

We appreciate your interest in our company, and please note that only shortlisted candidates will be notified.

By submitting your application, you agree that your personal data may be collected, used, and disclosed by Assurity Trusted Solutions Pte. Ltd. (ATS), GovTech and their service providers and agents in accordance with ATS’s privacy statement which can be found at: https://www.assurity.sg/privacy.html or such other successor site.

• A wholly-owned subsidiary of GovTech.
• We promote a learning culture and encourage you to grow and learn.
• A competency framework is in place to help you grow your career with us.
• Annual Leave Benefits with additional perks such as Family Care and Birthday Leave.
• Contract Staff enjoys the same benefits as Permanent Employees.

Responsibilities

● Support the business’s goal of democratization of data and data products.

● Drive audience and behavioral analytics, as well as key business metrics with associated dashboard and reporting.

● Collaborate in partnership with diverse teams such as product engineering, data science and business stakeholder teams to successfully deliver business outcomes.

● Work with a mix of cloud infrastructure and open-source technologies to build, scale, and maintain data workloads.

● Work with media industry data practitioners in domains across sales, marketing and advertising, engineering, corporate and publications to deliver innovative and game changing data products and use cases.

● Work to design, build and implement data workloads across both high and low volume and velocity of data to support business use cases.

● Implement cloud-based scalable and reliable data pipelines at significant scale.

● Implement reliable and redundant data workloads to provide accurate, easy-to-use and timely data to deliver positive business outcomes

Skills/Requirement

At least 5 years of relevant hands-on experience in cloud-based data engineering, business analyst, or solution architect roles.

● Experience in data-related infrastructure deployments using Terraform Cloud.

● Experience in using Git for version and release management with knowledge in branching strategies.

● Experience in AWS Data and Analytics services such as EMR, Glue, Lambda, Step Functions, Athena, Kinesis, or QuickSight.

● Implementation Experience in Business Intelligence Platforms and Tools such as Tableau, QuickSight.

● Experience in utilising query engines such as Presto on Data Lakes, Data Warehouses and Data Marts.

We are assisting our client, part of a global engineering and technology group, look for a Solution Architect to complement their existing pre-sales team. The Solution Architect builds and integrates computer and information systems that meet specific business needs. Its primary duties include providing strategic guidance in the development process and making technical decisions regarding solutions.

Responsibilities:

• Understand clients’ problem statement and propose/architect solutions to address the problem statement
• Provide presales technical support on software, networking and cyber solutions
• Work closely with the customers, sales team, product vendors and service partners to come up with concepts and solutions to address customers’ problem statements
• Maintain good rapport with customers and vendors
• Keep abreast of new technologies, products and solutions
• Perform proof of concepts (POCs) when required
• Ensure an appropriate and efficient hand-over from pre-sales to project teams

Requirements:

• Minimum Diploma is IT or related discipline.
• At least 2 years of related pre-sales working experience in software, networking and cyber solutions
• Experience in building and optimizing architectures
• Good communication and writing skills with strong interpersonal skills and vendor management
• Proven analytical and problem-solving skills, with keen attention to details
• A good team player who is highly motivated and directed

TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok.

About the team

Our team is responsible for developing large scale product knowledge graphs to improve online shopping experience. We are currently looking for talented software engineers that have a deep understanding of Natural Language Processing (NLP), Computer Vision (CV), Deep Learning (DL) and Machine Learning(ML).

Responsibilities

You will be developing state-of-the-art models to solve challenging problems that impact both the platform and millions of customers, including:

- Responsible for building and continuously optimizing algorithm solutions in product matching, price comparison etc. to improve supply operational efficiencies;

- Responsible for continuously maintaining and improving the robustness, stability and computational efficiencies of algorithm solutions in live business environment.

Qualifications

- Bachelor and above with major in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines.

- At least 3 years of experience and strong skills in at least one of the technological areas:

- Natural language generation, named entity recognition, machine translation, question answering, knowledge graph, information extraction, text mining and classification etc.

- Computer vision, facial recognition, multimodal learning, object detection & tracking, image classification etc.

- Machine learning, transfer learning, graph embedding, representative learning, large-scale optimization, recommendation, reinforcement learning, etc.

- Work experience in e-commerce or Internet industry is preferred.

- Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, Spark etc.; Familiaer with at least one of the following deep learning frameworks, e.g., PyTorch, TensorFlow, Keras etc.

- Strong analytical and problem-solving skills.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

• Position: Offshore Vessel Superintendent
• Singapore Maritime Industry
• Monday - Friday (1 Day WFH): 9am - 6pm
• Basic Salary: $7,000 - $10,000 + Bonuses + Medical Benefits
• Office at Pandan Road - Transport Pick Up from Clementi MRT

Company provides AWS & Performance Bonus + Transport Pick Up + Lunch Provided + Medical Benefits / Insurance such as Dental, Specialist Claims, Health Screening

Summary

• Responsible for the technical management / aspect of the assigned vessel.

Job Description

• Operate and maintain the ship's marine equipment safely, economically, and efficiently in accordance with customer contracts / Charter Party, within approved budgets, to the satisfaction of both owners and their clients.
• Serve as the onshore contact point for the Vessels in day-to-day operations related to technical management and mobilization activities.
• Maintain contact with the owner in daily operations, as defined and agreed with the Marine Manager.
• Ensure that Statutory and Classification surveys for all plant and equipment on the vessels are carried out.
• Perform preventive and corrective maintenance to prevent technical/operational non-conformities that may lead to downtime.
• Contribute to the continuous improvement of the PMS maintenance system by providing proactive feedback to the Fleet Manager and Marine Manager.
• Monitor and follow up on the vessel’s technical performance and defined KPIs.
• Take immediate actions to adjust and improve performance in case of non-conformities or when deviations are observed/reported.
• Follow up and ensure corrective actions are implemented in case of technical-related incidents and non-conformities.
• Analyze breakdowns and technical incidents and suggest experience transfers to the fleet.
• Report the vessel's technical status on a weekly basis to the Marine Manager.
• Plan, coordinate, and supervise ship repairs and dry-docking of vessels in cooperation with other stakeholders.
• In case of major breakdowns, arrange repairs, provide spares and service engineers, and supervise the repair work to ensure safety, quality, and cost-effectiveness.
• If insurance is involved, contact, inform, and follow up until settlement in coordination with the Fleet Manager and Marine Manager.
• Lead Vessel Condition Assessments.
• Participate in appraisals and selection of key personnel onboard the vessel.
• Comply with the requirements and report non-conformities.
• Actively cooperate with other disciplines within the fleet to optimize overall vessel and fleet performance.
• Be proactive and seek effective solutions for both the company and clients.
• Show a high degree of flexibility in ad hoc situations.
• Contribute actively to improving routines and solutions.
• Perform other duties as assigned.

Job Requirement

• Minimum 3 years of relevant experience.
• Sea time as Chief Engineer on an offshore vessel preferred.
• Experience in operations / technical scope for OSVs.
• Proven experience in budgeting and cost control.
• Sound knowledge in:

- General vessel machinery, equipment, and systems.

- Classification and statutory requirements.

- Engine types, including Caterpillar, Cummins, Wartsila, and Niigata.

- FPP, CPP, Z-Pellers, and Azimuth drives.

- DP systems and maintenance.

- Diesel-electric drives and hybrid engine configurations.

- Computer-based PMS and ancillary software.

• Preferably possess ship management skills.
• Able to travel at short notice.

#SCR-carson-cheong

⭕ Cheong Kar Chun ⭕ Team Manager ⭕ R1980386

⭕ The Supreme HR Advisory ⭕ 14C7279

Our client provides advanced instruments and systems designed for high performance across various industries.

• Connect with prospective clients to provide tailored semiconductor solutions.
• Manage the entire sales process, from prospecting to after-sales support.
• Liaise with global teams and R&D to tailor solutions to customer needs.
• Drive growth by exploring industry trends and opportunities in the SEA market.
• Foster and sustain strong client partnerships.

Requirements:

• Degree in Materials Science or equivalent.
• At least 2 years of sales experience in the Metrology/Scientific Industry.
• Good understanding of semiconductor processes for laboratory equipment uses for failure analysis, quality control and metrology equipment for thin film.
• Excellent communication, negotiation, and customer relationship skills.

If you are keen to apply for the position, kindly email your detailed resume in MS Word to [email protected]

Please note that only shortlisted candidates will be notified.

For more job opportunities, please visit our website at www.recruit-expert.com

EA Licence: 19C9701

Registration: R1326740

• Deliver engineering support for wide range of products (RF / Mixed Signal / Digital) through all phases from development to production release.
• Liaise closely with test engineering team and production support team to drive debug activities, reliability qualification and yield enhancement.
• Maintain close interaction with Product Test Engineering team and communicate technical product status to management.

Requirements:

• Diploma in Electronics/Electrical Engineering or equivalent.
• At least 5 years of Product/Test Engineering experience with foundry process background.
• Hands-on experience with Advantest 93K ATE.

If you are keen to apply for the position, kindly email your detailed resume in MS Word to [email protected]

Please note that only shortlisted candidates will be notified.

For more job opportunities, please visit our website at www.recruit-expert.com

EA Licence: 19C9701
Registration: R21100996

This is 12 - months Contract (extendable + convertible)

Location: The Alpha, Science Park

Normal working hours

Essential Responsibilities:

• Carry out detail engineering task for water and wastewater treatment plant to full fill business obligation e.g. On-time delivery, Satisfy contract specification or industrial standard and bring value to customer. Work shall include but not limited to the following:
• Prepare sketches on P&IDs Drawing
• Prepare sketches on Fabrication Drawing
• Prepare sketches on Equipment Layout Drawing
• Prepare sketches on Pipe Routing Drawing
• Prepare equipment and material datasheet
• Perform equipment sizing calculation
• Perform pipe sizing calculation
• Perform hydraulic calculation
• Perform pipe stress analysis
• Perform material take off
• Raise purchase requisition
• Check and sign off engineering design
• Work together with in-house design team aboard to meet engineering deliverable.
• Contribute to value engineering to drive cost down.
• Evaluate vendor quote and provide input on vendor selection.
• Support business initiative to bid and win job as required.
• Support Project Management/ Construction Team on construction activities as required.
• Support Commissioning Team on commissioning activities as required.

Qualifications/Requirements:

• Bachelor Degree in Chemical/Mechanical/ Electrical Engineering
• Minimum 3- 5 years working experiences in design of water and wastewater
• Highly motivated and able to work under pressure
• Experience in construction, test and commission, and operation of water and wastewater plant is a plus point
• Well versed in MS Excel, MS Word, and MS PowerPoint
• Familiar in MS SharePoint, MS Team, and Naviswork
• Ability to operate AutoCAD and SAP is a plus point

Interested candidates, please click "APPLY" to begin your job search journey and submit your CV directly through the official PERSOLKELLY job application platform - GO Mobile.

We regret to inform you that only shortlisted candidates will be notified.

By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOLKELLY Singapore Pte Ltd and its affiliates to collect, use, and disclose your personal data for the purposes set out in the Privacy Policy available at https://www.persolkelly.com.sg/policies. You acknowledge that you have read, understood, and agree with the Privacy Policy.

PERSOLKELLY Singapore Pte Ltd

• RCB No. 200007268E

• EA License No. 01C4394

• Registration No. R23112260 (MayThinKyu)

ABOUT GOLDMAN SACHS

At Goldman Sachs, we connect people, capital and ideas to help solve problems for our clients. We are a leading global financial services firm providing investment banking, securities and investment management services to a substantial and diversified client base that includes corporations, financial institutions, governments and individuals.

ABOUT OUR ROLES

Global Banking & Markets New Business Group (GM NBG): is a part of the Client Experience organization within the Operations division. The team is responsible for managing onboarding mandates and ensure requests are project managed and completed by expected launch date. The team works closely with clients and internal teams, which includes Sales, Credit, Client Onboarding, Trading Documentation Group, Compliance and Legal. The goal is to create efficiencies in the onboarding process, increase throughput and provide exceptional client experience.

HOW YOU WILL FULFILL YOUR POTENTIAL

GM NBG works very closely with Sales and multiple internal groups including Legal, Credit Risk Management and Operations to ensure clients are set up to trade with GS.

GM NBG Responsibilities:

• Work with Sales to prioritize onboarding requests
• Drive the documentation and account opening processes for clients from initiation to completion
• Serve as point person for clients in the onboarding process
• Liaise with internal stakeholders including Legal, Credit Risk Management, Counterparty Risk and Operations
• Provide transparency to Sales and clients on onboarding status
• Act as initial escalation point for clients and internal groups for issues/bottlenecks in the onboarding process

SKILLS & EXPERIENCE WE'RE LOOKING FOR

The Ideal candidate for this position will have the following qualifications:

• Bachelor Degree or equivalent
• Experience in pre-trade / onboarding functions
• Business to native level in Mandarin to cover different markets and engage with clients in China and Taiwan. The language skills is required to manage the onboarding mandates and drive the documentation and account opening process of clients based in China and Taiwan
• Drive and Motivation – can handle multiple tasks, takes initiative to improve his/her own performance or workflow processes, works intensely towards challenging goals and persists in the face of obstacles or setbacks
• Risk Management – possess a strong risk mindset
• Communication Skills – communicates what is relevant and important in a clear and concise manner and shares information/new ideas with others
• Client Focus – client centric mindset, desire to build trusted and long-term relationships with clients
• Teamwork – strong team player, collaborates with others within and across teams, encourages other team members to participate and acknowledges the contributions of others
• Judgment and Problem Solving – thinks ahead, anticipates questions, finds alternative solutions, and identifies clear objectives. Sees the big picture and effectively analyses complex issues
• Influencing Outcomes – presents sound, persuasive rationale for ideas or opinions. Takes a position on issues and influences others' opinions and presents persuasive recommendations
• Business and Regulatory Focus – to be able to build different jurisdictional regulatory, and product specific requirements in regards in pre-execution space

We believe who you are makes you better at what you do. We're committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has a number of opportunities to grow professionally and personally, from our training and development opportunities and firmwide networks to benefits, wellness and personal finance offerings and mindfulness programs. Learn more about our culture, benefits, and people at GS.com/careers.

We’re committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. Learn more: https://www.goldmansachs.com/careers/footer/disability-statement.html

© The Goldman Sachs Group, Inc., 2023. All rights reserved.

Goldman Sachs is an equal employment/affirmative action employer Female/Minority/Disability/Veteran/Sexual Orientation/Gender Identity

• Plan and schedule daily activities for regular fuel farm operations and maintenance tasks, following SOPs and safety guidelines.
• Work closely with each worksite to plan for fuel stock, ensure fuel quality and approve complex maintenance work.
• Handle strategic contractual issues with customers and maintains strong relationships with key business stakeholders.
• Direct business and digital transformation efforts and continuous improvement projects to optimise resources, costs and operational efficiency.
• Ensure compliance with safety, quality, and environmental regulations and governance policies.

Requirements:

• Degree in any relevant discipline.
• At least 2 years of experience in RSAF.
• Proficient in MS Office Applications/Power Platform Applications
• Stong leadership and good communication skills.

If you are keen to apply for the position, kindly email your detailed resume in MS Word to [email protected]

Please note that only shortlisted candidates will be notified.

For more job opportunities, please visit our website at www.recruit-expert.com

EA Licence: 19C9701

Reg No. R21100996

They are seeking an Operations Associate for a one-year contract in Singapore. This role will support the Head of Brokerage & Trade Management and be responsible for delivering Business As Usual (BAU) activities. The successful candidate will have the opportunity to work with a diverse team in a dynamic environment, leading regional infrastructural projects and supporting various change initiatives.

• World-leading provider of market infrastructure
• One-year contract based in Singapore
• Opportunity to lead regional infrastructural projects

What you'll do:

As an Operations Associate, your role will be pivotal in maintaining the integrity of client operational data and brokerage agreements. You'll take on stewardship responsibilities, ensuring seamless front-to-back operations. Your expertise will be crucial in leading regional infrastructural projects, representing Operations in working groups. You'll also collaborate with IT on delivery of Operations sponsored enhancements and IT technical developments. This role offers you the chance to make significant contributions to process workflow efficiency, automation, and strategic project initiatives.

• Execute Client and Operational Data and front to back brokerage agreement for all clients' stewardship responsibilities on a daily basis.
• Maintain high quality, clean data by adhering to a strict governance and controls framework.
• Provide business brokerage analysis reports for brokerage rate negotiation with customers.
• Liaise closely with the front office and back office to provide accurate rates and product list for all the brokerage agreements.
• Work closely with front and back stakeholders on all matters related to brokerage and client data.
• Support the Team Manager by driving system integration projects as well as cross-training team members on multi-branded processes/services.
• Support cross functional Operations divisions for change implementations on process workflow efficiency and automation or strategic project initiatives.
• Design and implement process excellence within Operations using automation tools to mitigate operational risk and time savings.

What you bring:

The ideal Operations Associate brings a wealth of knowledge in data-oriented processes across multiple sources and systems. You have experience with operational workflows and understand how data is used and maintained through the trade lifecycle. Your background may include knowledge of financial markets and regulation affecting client lifecycle management. Your professional integrity, excellent attention to detail, and strong analytical abilities make you a standout candidate. You're also comfortable working in fast-paced or pressured environments and can handle criticism constructively.

• Intermediate skills in MS Excel, MS Word, and PowerPoint.
• Coding and advanced Macro skills.
• Ability to communicate effectively and efficiently to internal and external stakeholders.
• Demonstrates strong customer focus.
• Open to innovative ideas/experiences and ability to create new ideas, approaches or insights.
• Demonstrates high levels of energy in seeking out and achieving new goals.
• Adapts communication style to suit audience.
• Able to demonstrate honesty, integrity, and professionalism.
• Excellent attention to detail, highly organised with a proactive approach.
• Strong analytical ability and problem-solving skills.

Do note that we will only be in touch if your application is shortlisted.

Robert Walters (Singapore) Pte Ltd
ROC No.: 199706961E | EA Licence No.: 03C5451
EA Registration No.: R1435983 Glen Chua

• Ensure team achieved the given objectives are achieved and prevent contamination to the environment
• Ensure team adheres to safety measures during waste operations
• Coordinate with appropriate persons to ensure complies with the organisational requirements
• Gather relevant data to conduct environmental impact assessments
• Research and report on existing and emerging trends in waste managements
• disposal processes
• Implement methods and standard operating procedures for waste disposal operations
• Implement operation plans to improve and track work processes in compliance with organisational requirements

• Kubernetes/OpenShift Administrator , 24*7 on call
• Administrate the full OpenShift platform life cycle to ensure the platform remains secure, reliable and highly available.
• Work with other engineers to support the infrastructure of OpenShift as well as assist to resolve infrastructure queries/issues of OpenShift tenant applications
• Automation of platform operations and management
• Configure and Manage Monitoring, alerts for the OpenShift environments.
• Manage capacity for OpenShift environments
• Hands-on experience with Docker containerization, Kubernetes orchestration and tools such as Jira and Jenkins.

Knowledge Areas:

• Red Hat OpenShift

• Kubernetes

• Linux (RHEL)

• Docker

• Ansible

• Jenkins

Certified OpenShift Admin/Kubernetes Admin is preferred.

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok.

We are the messaging team on TikTok. Our team's mission is to facilitate meaningful user connections through TikTok's messaging experience, which is still in its infancy. We achieve our mission by building and shipping tools that help our users more easily connect and share the things they care about.

Responsibilities:

1. Develop large-scale software systems that powers TikTok app.

2. Improve system design and architecture to ensure high stability, performance and reliability of the product.

3. Collaborate with multiple cross-functional teams to deliver high quality work in rapid product development.

Qualifications

1. BS/MS Degree in Computer Science or related major.

2. Experienced in building backend services for large-scale consumer-facing applications.

3. Proficient in at least one of the following languages: Go, Python, Java, C++.

4. Deep understanding of computer architectures, data structures and algorithms.

5. Have good team communication and collaboration skills.

Preferred Qualification

Minimum 3 years relevant work experience from a large-scale internet business

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Key responsibilities

• Drive the automation and integration of privileged access management infrastructure to other systems to achieve straight through processing and reduce manual work.
• Provide on-going operations support including management reporting and operations dashboards relating to the governance oversight of privileged accounts and passwords.

Requirements

• 5+ Years of CyberArk Experience: Demonstrated expertise in the deployment, configuration, management, and support of CyberArk infrastructure components. Proven ability to provide regional support and integrate CyberArk solutions via APIs. CyberArk certifications are preferred to validate knowledge and skills.
• Scripting and Reporting: Proficient in writing PowerShell scripts and SQL statements to develop comprehensive management reports focused on the usage and operational management of privileged accounts. This includes automating reporting processes and ensuring accurate data presentation for stakeholders.
• Data Visualization: Experienced with Grafana for creating data visualizations and dashboards, enabling real-time insights into access management and security posture. Skilled at translating complex data sets into understandable visual formats for better decision-making.
• Privileged Access Management: Strong understanding of enterprise privileged access management principles, encompassing risk management, compliance, governance, and control. Ability to develop and enforce policies that mitigate risks associated with privileged access.
• Audit Experience: Extensive experience in responding to audit queries and preparing detailed reports related to access management. Skilled in analyzing audit findings and implementing corrective actions to address compliance gaps. Proven ability to collaborate with internal and external auditors to ensure all necessary documentation is accurate and readily available.
• Remediation Expertise: Extensive experience in remediating CyberArk failed objects to ensure that auto-managed objects comply with security policies and standards. This includes troubleshooting and resolving issues to maintain operational integrity and compliance.
• Technical Platform Knowledge: In-depth knowledge of key operating systems and databases, including Windows, Unix, MSSQL, and MariaDB. Previous experience in administering these platforms enhances ability to manage and secure privileged accounts effectively.
• Banking Environment Experience: Familiarity with working in a banking or financial services environment, understanding the unique regulatory and security requirements involved. This background supports effective implementation of access management solutions tailored to industry standards.
• Educational Background: Bachelor’s degree in Computer Science, Information Systems, or Engineering (or a related field). Alternatively, a combination of relevant professional experience and CyberArk certifications is also acceptable, demonstrating a solid foundation in security practices.

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the team

Our team works to build out the backend services, testing infrastructure, and best practices that enable TikTok engineers to deliver high-quality features and systems to our users. We aim to provide systems enabling testing and operation to be more productive and secure. The systems we are building include testing frameworks, standards and related tools and platform. We are looking for engineers who have good backend design and/or infra experience to join our team.

Responsibilities:

- Build testing infrastructure which is related to API, UI and Web automation which supports all TikTok products

- Design, build and support automated testing, continuous deployment and telemetry systems that help our teammates work more effectively.

- Help make decisions around infrastructure technology choices that impact developer workflow, security, scalability, reliability, and performance.

- Contribute to the curation and prioritization of the team roadmap.

- Embrace cross-team collaboration, debate, and execution, working closely with teammates in business orgs to solve problems and make sure our infrastructure evolves with our products.

Qualifications

- Bachelor degree in computer science or a related technical discipline with 5+ years' industry experience;

- Experience working with Java/C++/Python/Golang;

- Experience in one or more of the following: private or public cloud, backend architecture, CI/CD system, testing infrastructure

Preferred:

- Automation testing infrastructure experience

- Experience with technical leadership and dealing with ambiguity

- Strong strategic thinking and team collaboration skills

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Marine Senior Service Engineer

• Working Location: Jurong Pier Road - Boon Lay
• Working Days: Monday – Friday
• Working Hours: 8:30am - 5:15pm
• Salary range: SGD 3,700 to SGD 5,000 monthly, 13th month, SGD 250 transport allowance

Qualifications / Requirements

• Diploma/degree in Electrical/Mechanical Engineering with at least 5 years of relevant experience
• This position requires fair amount of traveling in the Asia Pacific and Southeast Asia Region
• Possess strong customer service orientation, enthusiasm for power generation products, electrical and control system
• Candidates with equivalent professional background will be considered
• Prior electrical and control experience with various control system (John Deere ECU and KDI ECU) and synchronization system will be advantageous

Specific Responsibilities

• Standby support and 24/7 emergency call for customer support.
• Providing after-sales technical support, site recovery and maintenance responsibilities to distributors/end customers.
• Provide the installation, commissioning and on-site training to support the customers according to the scope of the project.
• Generate a service report to customer in a systematic manner.
• Investigate and handle all customers’ complaints related to product failures.
• Investigates root causes of failures and recommend solutions.
• Review and assist in determining the extend of damage and repairs of warranty claims from distributors.
• Maintain close working relationship with our key customers to ensure the follow through until the issue is resolved.
• Develop service training material, ensures all technical and training documents are up-to-date and organized.
• Provides specific training to distributors and dealers for service and troubleshooting skillsets, ensuring optimum service level at all distributors.

Chin Wai Loon Reg No: R24121618

The Supreme Hr Advisory Pte Ltd EA No: 14C7279

About Us:
At Deriv, we are at the cutting edge of financial technology, revolutionizing CFD trading through AI. Our goal is to automate and optimize all aspects of operations, delivering unparalleled performance, innovation, and scalability. We are looking for a highly skilled AI Engineer to lead the development of sophisticated AI-driven systems that empower our business.

What You’ll Do:
As an AI Engineer at Deriv, you will design and implement advanced AI solutions, integrating them across all operational facets, from trading algorithms to customer experience. Key responsibilities include:

• Advanced Modeling: Develop and deploy deep learning, reinforcement learning, and graph neural networks for predictive analytics, automated trading strategies, and decision-making systems.
• NLP Applications: Implement state-of-the-art NLP solutions for sentiment analysis, document processing, and customer interaction enhancements using tools like spaCy, Hugging Face Transformers, and OpenAI APIs.
• Vector Search and Semantic Retrieval: Build systems utilizing vector databases like Weaviate, Pinecone, and Milvus to enable real-time, context-aware data retrieval.
• Agentic Systems: Design autonomous and multi-agent systems for dynamic decision-making and complex task management in trading environments.
• MLOps Integration: Deploy and maintain AI models at scale using tools such as MLflow, Kubeflow, TensorFlow Serving, and Seldon for seamless production workflows.
• Big Data Engineering: Architect high-performance data pipelines using Apache Spark, Kafka, and Hadoop for real-time and batch processing.
• Generative AI: Explore and integrate generative technologies, including GPT, DALL-E, and GANs, for innovative applications in user experience and content generation.
• Transformers and Architectures: Utilize advanced transformer models like BERT, T5, and ViT to solve complex problems in NLP and computer vision.
• Explainability and Fairness: Incorporate tools like SHAP, LIME, and Fairlearn to ensure AI systems are transparent, interpretable, and unbiased.
• Optimization: Use advanced hyperparameter tuning tools like Optuna and Ray Tune to maximize model performance.
• Cloud and Edge AI: Implement scalable AI systems on cloud platforms (AWS, Google Cloud, Azure) and optimize for edge computing with TensorFlow Lite and NVIDIA Jetson.

What You’ll Need:
We are looking for a candidate with exceptional technical expertise and a track record of delivering impactful AI solutions.

Technical Skills:

• Programming Expertise: Proficiency in Python, R, C++, or Java.
• Deep Learning Frameworks: Expertise in TensorFlow, PyTorch, and scikit-learn.
• Data Tools: Experience with Pandas, NumPy, and HDFS for data analysis and storage.
• Vector Databases: Knowledge of Weaviate, Pinecone, Milvus, or Annoy for similarity-based retrieval systems.
• Reinforcement Learning: Experience with tools like OpenAI Gym, Ray RLlib, and Stable Baselines.
• Generative AI Models: Familiarity with GANs, StyleGAN, BigGAN, and transformer-based models for various applications.
• MLOps and Automation: Proficiency in Docker, Kubernetes, MLflow, Kubeflow, and Seldon for scaling AI operations.
• Real-Time Processing: Hands-on experience with Flink, Kafka, and event stream processing for dynamic data workflows.

Soft Skills:

• Strong problem-solving and critical-thinking skills.
• Ability to collaborate effectively across teams.
• Proven ability to deliver under tight deadlines.

Preferred Qualifications:

• Advanced degree in Computer Science, Machine Learning, or related fields.

Why Join Us?

• Work on transformative AI projects with real-world impact.
• Collaborate with an innovative and forward-thinking team.
• Competitive compensation and growth opportunities.
• Access to cutting-edge technologies and learning resources.

ABOUT GOLDMAN SACHS

At Goldman Sachs, we connect people, capital and ideas to help solve problems for our clients. We are a leading global financial services firm providing investment banking, securities and investment management services to a substantial and diversified client base that includes corporations, financial institutions, governments and individuals.

ABOUT OUR ROLES

Global Banking & Markets New Business Group (GM NBG): is a part of the Client Experience organization within the Operations division. The team is responsible for managing onboarding mandates and ensure requests are project managed and completed by expected launch date. The team works closely with clients and internal teams, which includes Sales, Credit, Client Onboarding, Trading Documentation Group, Compliance and Legal. The goal is to create efficiencies in the onboarding process, increase throughput and provide exceptional client experience.

HOW YOU WILL FULFILL YOUR POTENTIAL

GM NBG works very closely with Sales and multiple internal groups including Legal, Credit Risk Management and Operations to ensure clients are set up to trade with GS.

GM NBG Responsibilities:

• Work with Sales to prioritize onboarding requests
• Drive the documentation and account opening processes for clients from initiation to completion
• Serve as point person for clients in the onboarding process
• Liaise with internal stakeholders including Legal, Credit Risk Management, Counterparty Risk and Operations
• Provide transparency to Sales and clients on onboarding status
• Act as initial escalation point for clients and internal groups for issues/bottlenecks in the onboarding process

SKILLS & EXPERIENCE WE'RE LOOKING FOR

The Ideal candidate for this position will have the following qualifications:

• Bachelor Degree or equivalent
• Experience in pre-trade / onboarding functions
• Business to native level in Mandarin to cover different markets and engage with clients in China and Taiwan. The language skills is required to manage the onboarding mandates and drive the documentation and account opening process of clients based in China and Taiwan
• Drive and Motivation – can handle multiple tasks, takes initiative to improve his/her own performance or workflow processes, works intensely towards challenging goals and persists in the face of obstacles or setbacks
• Risk Management – possess a strong risk mindset
• Communication Skills – communicates what is relevant and important in a clear and concise manner and shares information/new ideas with others
• Client Focus – client centric mindset, desire to build trusted and long-term relationships with clients
• Teamwork – strong team player, collaborates with others within and across teams, encourages other team members to participate and acknowledges the contributions of others
• Judgment and Problem Solving – thinks ahead, anticipates questions, finds alternative solutions, and identifies clear objectives. Sees the big picture and effectively analyses complex issues
• Influencing Outcomes – presents sound, persuasive rationale for ideas or opinions. Takes a position on issues and influences others' opinions and presents persuasive recommendations
• Business and Regulatory Focus – to be able to build different jurisdictional regulatory, and product specific requirements in regards in pre-execution space

We believe who you are makes you better at what you do. We're committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has a number of opportunities to grow professionally and personally, from our training and development opportunities and firmwide networks to benefits, wellness and personal finance offerings and mindfulness programs. Learn more about our culture, benefits, and people at GS.com/careers.

We’re committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. Learn more: https://www.goldmansachs.com/careers/footer/disability-statement.html

© The Goldman Sachs Group, Inc., 2023. All rights reserved.

Goldman Sachs is an equal employment/affirmative action employer Female/Minority/Disability/Veteran/Sexual Orientation/Gender Identity

What you’ll do:

• Responsible for the project development studies such as feasibility study, site selection, inputs for ESIA, technical due diligence, technology selection etc.
• Responsible for the mechanical design, preparation of specification, technical evaluation, engineering, construction, installation, testing and commissioning of the:
  • • Renewable energy power plant.
    • Combined cycle power plants with gas turbine, heat recovery steam generators and steam turbines.
    • Demineralized water system.
    • Fuel gas system.
    • Fuel oil system.
    • Wastewater treatment system.
    • Compressed air system
    • Circulating water and closed cooling water system.
    • Firefighting system.
    • Mechanical/Electrical Building Services.
    • Other ancillary system pertaining to power plant operation.
• Coordinate engineering review and other issues with other disciplines.
• Develop project/consulting services proposals and supporting business development and marketing (internal & external) efforts.
• Ensure all work is carried out in compliance with regulatory, legal, quality and company requirements.
• Assist Professional Engineer in liaison, preparation and follow up of Authority Submission.
• Work closely with project manager/project engineering manager in project delivery.
• Manage client relationship and expectations during the services delivery.
• Approve calculations, technical notes, requisitions, specifications, drawings and similar deliverables.
• Support all phases of project development from pre-feasibility to handover of plant
• Work closely with junior engineers, provide necessary guidance, training and provide assistance on their technical / professional development at AECOM.

Responsibilities

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

TikTok Live client team focus has been focusing on delivery engaging and the best live streaming experience to global users. Our team develop creative and interesting features for streamers and viewers to express themselves and interact with others instantly. We are looking for passionate mobile software engineers to join us in this fast growing industry.

Responsibilities:

1. Design, implement the new-user features of our mobile application.

2. Collaborate with the design and product teams to create a world-class mobile experience.

3. Optimize mobile applications and user experience on the Android platforms.

4. Promote robust and maintainable code, clear documentation, and deliver high quality work on a tight schedule.

Qualifications

1. BS/MS degree in Computer Science or equivalent majors with experience in native Android development. Final year or recent graduate in Software Development and Computer Science are also welcome to apply.

2. Proficiency in Java or Kotlin.

3. Ability to understand and debug large and complex codebases.

4. Good team communication and collaboration skills.

5. Promote robust and maintainable code, clear documentation, and deliver high quality work on a tight schedule.

6. Livestream knowledge is a plus but not mandatory.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok.

About the team

Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as NLP, Computer Vision, Multimodal, and Recommender Systems. We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving.

Responsibilities

• Optimize the searching quality to provide TikTok's users the best search experience

• Combine your understanding of product objectives and take full advantage of modern machine learning, NLP and Multimodal techniques to improve the search ranking algorithms, including query understanding, video understanding and various levels of result ranking.

Qualifications

• Bachelor degree or above in the field of computer science or a related technical discipline

• Minimum 5 years of experience in search / recommendation

• Proficient coding skills and strong algorithm & data structure using C++/Python/Java

• Experience in one or more of the following areas: NLP, Ranking, Ads, Search engine, Recommender System, and Machine Learning

• Effective communication and teamwork skills.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact-for ourselves, our company, and the users we serve. Join us.

TikTok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for TikTok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the TikTok user experience and content ecosystem.

Responsibility

1. Build industry leading recommendation system, develop highly scalable classifiers and tools leveraging machine learning

2. Understand product objectives and machine learning techniques, improve model and recommendation strategy

3. Understand user behavior and apply Machine Learning algorithms to optimize push notification and production experience

4. Work with TikTok cross functional teams to grow TikTok in important regional markets

Qualifications

Minimum Qualifications:

- Bachelor's degree (or more) in computer science or a related technical discipline -Solid experience with data structures or algorithms

-Software development experience through hands on coding in a general purpose programming language

-Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas

-Strong communication and teamwork skills

-Passion about technologies and solving challenging problems

Preferred Qualification

Minimum 3 years relevant work experience from a large-scale internet business

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.